IDataQualityMonitoringSignal Interface

Definition

Namespace:

Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401

Assembly:

Az.MachineLearningServices.private.dll

[System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.DataQualityMonitoringSignalTypeConverter))]
public interface IDataQualityMonitoringSignal : Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.IMonitoringSignalBase

[<System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.DataQualityMonitoringSignalTypeConverter))>]
type IDataQualityMonitoringSignal = interface
    interface IJsonSerializable
    interface IMonitoringSignalBase

Public Interface IDataQualityMonitoringSignal
Implements IMonitoringSignalBase

Derived

Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.DataQualityMonitoringSignal

Attributes

TypeConverterAttribute

Implements

IMonitoringSignalBase IJsonSerializable

Properties

FeatureDataTypeOverride	A dictionary that maps feature names to their respective data types.
FeatureFilterType	[Required] Specifies the feature filter to leverage when selecting features to calculate metrics over.
FeatureImportanceSettingMode	The mode of operation for computing feature importance.
FeatureImportanceSettingTargetColumn	The name of the target column within the input data asset.
MetricThreshold	[Required] A list of metrics to calculate and their associated thresholds.
NotificationType	The current notification mode for this signal. (Inherited from IMonitoringSignalBase)
ProductionDataColumn	Mapping of column names to special uses.
ProductionDataContext	The context metadata of the data source.
ProductionDataInputDataType	[Required] Specifies the type of signal to monitor.
ProductionDataJobInputType	[Required] Specifies the type of job.
ProductionDataUri	[Required] Input Asset URI.
Property	Property dictionary. Properties can be added, but not removed or altered. (Inherited from IMonitoringSignalBase)
ReferenceDataColumn	Mapping of column names to special uses.
ReferenceDataContext	The context metadata of the data source.
ReferenceDataInputDataType	[Required] Specifies the type of signal to monitor.
ReferenceDataJobInputType	[Required] Specifies the type of job.
ReferenceDataUri	[Required] Input Asset URI.
SignalType	[Required] Specifies the type of signal to monitor. (Inherited from IMonitoringSignalBase)

Methods

ToJson(JsonObject, SerializationMode)

(Inherited from IJsonSerializable)